The best replacement for prospective study is retrospective study.

The best alternatives to prospective study are rated as following:
★★★★★  retrospective study
★★★  longitudinal study
★  retrospective
★  cross sectional
  cohort

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No companions for prospective study have been suggested so far.
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Google Trends

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prospective study
retrospective study
longitudinal study